Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 61 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 6.9 KiB |
| Average record size in memory | 116.0 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 1 |
kmeans_labels has constant value "" | Constant |
Flavanoids is highly overall correlated with OD280 and 2 other fields | High correlation |
OD280 is highly overall correlated with Flavanoids and 1 other fields | High correlation |
Proanthocyanins is highly overall correlated with Flavanoids | High correlation |
Total_Phenols is highly overall correlated with Flavanoids and 1 other fields | High correlation |
Reproduction
| Analysis started | 2023-11-28 13:23:09.452521 |
|---|---|
| Analysis finished | 2023-11-28 13:23:39.266209 |
| Duration | 29.81 seconds |
| Software version | ydata-profiling vv4.6.2 |
| Download configuration | config.json |
Alcohol
Real number (ℝ)
| Distinct | 42 |
|---|---|
| Distinct (%) | 68.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.190656 |
| Minimum | 11.03 |
|---|---|
| Maximum | 12.86 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 976.0 B |
Quantile statistics
| Minimum | 11.03 |
|---|---|
| 5-th percentile | 11.56 |
| Q1 | 11.84 |
| median | 12.29 |
| Q3 | 12.47 |
| 95-th percentile | 12.77 |
| Maximum | 12.86 |
| Range | 1.83 |
| Interquartile range (IQR) | 0.63 |
Descriptive statistics
| Standard deviation | 0.40474218 |
|---|---|
| Coefficient of variation (CV) | 0.033201018 |
| Kurtosis | -0.1538192 |
| Mean | 12.190656 |
| Median Absolute Deviation (MAD) | 0.29 |
| Skewness | -0.50179584 |
| Sum | 743.63 |
| Variance | 0.16381623 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12.37 | 6 | 9.8% |
| 12.08 | 5 | 8.2% |
| 12.29 | 3 | 4.9% |
| 12.6 | 2 | 3.3% |
| 11.84 | 2 | 3.3% |
| 12.51 | 2 | 3.3% |
| 11.82 | 2 | 3.3% |
| 12.72 | 2 | 3.3% |
| 12 | 2 | 3.3% |
| 12.42 | 2 | 3.3% |
| Other values (32) | 33 |
| Value | Count | Frequency (%) |
| 11.03 | 1 | |
| 11.41 | 1 | |
| 11.45 | 1 | |
| 11.56 | 1 | |
| 11.61 | 1 | |
| 11.62 | 1 | |
| 11.64 | 1 | |
| 11.65 | 1 | |
| 11.66 | 1 | |
| 11.76 | 1 |
| Value | Count | Frequency (%) |
| 12.86 | 1 | |
| 12.85 | 1 | |
| 12.81 | 1 | |
| 12.77 | 1 | |
| 12.72 | 2 | |
| 12.69 | 1 | |
| 12.67 | 1 | |
| 12.64 | 1 | |
| 12.6 | 2 | |
| 12.58 | 1 |
Malic_Acid
Real number (ℝ)
| Distinct | 53 |
|---|---|
| Distinct (%) | 86.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6488525 |
| Minimum | 0.74 |
|---|---|
| Maximum | 2.89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 976.0 B |
Quantile statistics
| Minimum | 0.74 |
|---|---|
| 5-th percentile | 0.94 |
| Q1 | 1.29 |
| median | 1.53 |
| Q3 | 2.05 |
| 95-th percentile | 2.55 |
| Maximum | 2.89 |
| Range | 2.15 |
| Interquartile range (IQR) | 0.76 |
Descriptive statistics
| Standard deviation | 0.52227419 |
|---|---|
| Coefficient of variation (CV) | 0.3167501 |
| Kurtosis | -0.42089753 |
| Mean | 1.6488525 |
| Median Absolute Deviation (MAD) | 0.34 |
| Skewness | 0.56662748 |
| Sum | 100.58 |
| Variance | 0.27277033 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.61 | 3 | 4.9% |
| 1.13 | 2 | 3.3% |
| 1.53 | 2 | 3.3% |
| 1.51 | 2 | 3.3% |
| 1.73 | 2 | 3.3% |
| 1.29 | 2 | 3.3% |
| 1.35 | 2 | 3.3% |
| 1.6 | 1 | 1.6% |
| 2.68 | 1 | 1.6% |
| 1.34 | 1 | 1.6% |
| Other values (43) | 43 |
| Value | Count | Frequency (%) |
| 0.74 | 1 | |
| 0.89 | 1 | |
| 0.92 | 1 | |
| 0.94 | 1 | |
| 0.98 | 1 | |
| 0.99 | 1 | |
| 1.07 | 1 | |
| 1.09 | 1 | |
| 1.1 | 1 | |
| 1.13 | 2 |
| Value | Count | Frequency (%) |
| 2.89 | 1 | |
| 2.83 | 1 | |
| 2.68 | 1 | |
| 2.55 | 1 | |
| 2.46 | 1 | |
| 2.45 | 1 | |
| 2.43 | 1 | |
| 2.4 | 1 | |
| 2.39 | 1 | |
| 2.31 | 1 |
Ash
Real number (ℝ)
| Distinct | 45 |
|---|---|
| Distinct (%) | 73.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.2604918 |
| Minimum | 1.36 |
|---|---|
| Maximum | 3.23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 976.0 B |
Quantile statistics
| Minimum | 1.36 |
|---|---|
| 5-th percentile | 1.88 |
| Q1 | 2.1 |
| median | 2.26 |
| Q3 | 2.42 |
| 95-th percentile | 2.74 |
| Maximum | 3.23 |
| Range | 1.87 |
| Interquartile range (IQR) | 0.32 |
Descriptive statistics
| Standard deviation | 0.30119443 |
|---|---|
| Coefficient of variation (CV) | 0.13324288 |
| Kurtosis | 1.8406872 |
| Mean | 2.2604918 |
| Median Absolute Deviation (MAD) | 0.16 |
| Skewness | 0.22290075 |
| Sum | 137.89 |
| Variance | 0.090718087 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.28 | 4 | 6.6% |
| 2.2 | 4 | 6.6% |
| 2.3 | 3 | 4.9% |
| 2.42 | 2 | 3.3% |
| 2.32 | 2 | 3.3% |
| 2.46 | 2 | 3.3% |
| 2.17 | 2 | 3.3% |
| 1.98 | 2 | 3.3% |
| 2.5 | 2 | 3.3% |
| 2.1 | 2 | 3.3% |
| Other values (35) | 36 |
| Value | Count | Frequency (%) |
| 1.36 | 1 | |
| 1.7 | 1 | |
| 1.75 | 1 | |
| 1.88 | 1 | |
| 1.9 | 1 | |
| 1.92 | 2 | |
| 1.94 | 1 | |
| 1.95 | 1 | |
| 1.98 | 2 | |
| 1.99 | 1 |
| Value | Count | Frequency (%) |
| 3.23 | 1 | |
| 2.92 | 1 | |
| 2.78 | 1 | |
| 2.74 | 1 | |
| 2.7 | 1 | |
| 2.62 | 1 | |
| 2.58 | 1 | |
| 2.56 | 1 | |
| 2.53 | 1 | |
| 2.52 | 1 |
Ash_Alcanity
Real number (ℝ)
| Distinct | 29 |
|---|---|
| Distinct (%) | 47.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.970492 |
| Minimum | 10.6 |
|---|---|
| Maximum | 28.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 976.0 B |
Quantile statistics
| Minimum | 10.6 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 18 |
| median | 19.6 |
| Q3 | 21.5 |
| 95-th percentile | 24.5 |
| Maximum | 28.5 |
| Range | 17.9 |
| Interquartile range (IQR) | 3.5 |
Descriptive statistics
| Standard deviation | 3.005625 |
|---|---|
| Coefficient of variation (CV) | 0.1505033 |
| Kurtosis | 2.0076999 |
| Mean | 19.970492 |
| Median Absolute Deviation (MAD) | 1.6 |
| Skewness | 0.32752124 |
| Sum | 1218.2 |
| Variance | 9.0337814 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 6 | 9.8% |
| 19 | 6 | 9.8% |
| 21 | 5 | 8.2% |
| 20 | 4 | 6.6% |
| 18.5 | 4 | 6.6% |
| 16 | 3 | 4.9% |
| 22.5 | 3 | 4.9% |
| 21.5 | 3 | 4.9% |
| 28.5 | 2 | 3.3% |
| 16.8 | 2 | 3.3% |
| Other values (19) | 23 |
| Value | Count | Frequency (%) |
| 10.6 | 1 | 1.6% |
| 14.8 | 1 | 1.6% |
| 16 | 3 | |
| 16.8 | 2 | 3.3% |
| 17.5 | 2 | 3.3% |
| 17.8 | 1 | 1.6% |
| 18 | 6 | |
| 18.1 | 1 | 1.6% |
| 18.5 | 4 | |
| 18.8 | 1 | 1.6% |
| Value | Count | Frequency (%) |
| 28.5 | 2 | |
| 26 | 1 | 1.6% |
| 24.5 | 1 | 1.6% |
| 24 | 2 | |
| 23.6 | 1 | 1.6% |
| 22.8 | 1 | 1.6% |
| 22.5 | 3 | |
| 22 | 2 | |
| 21.6 | 1 | 1.6% |
| 21.5 | 3 |
Magnesium
Real number (ℝ)
| Distinct | 29 |
|---|---|
| Distinct (%) | 47.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 95.377049 |
| Minimum | 70 |
|---|---|
| Maximum | 162 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 976.0 B |
Quantile statistics
| Minimum | 70 |
|---|---|
| 5-th percentile | 80 |
| Q1 | 86 |
| median | 90 |
| Q3 | 99 |
| 95-th percentile | 134 |
| Maximum | 162 |
| Range | 92 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 16.742326 |
|---|---|
| Coefficient of variation (CV) | 0.1755383 |
| Kurtosis | 5.3073103 |
| Mean | 95.377049 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 2.1172186 |
| Sum | 5818 |
| Variance | 280.30546 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 88 | 8 | 13.1% |
| 86 | 7 | 11.5% |
| 85 | 5 | 8.2% |
| 98 | 4 | 6.6% |
| 94 | 3 | 4.9% |
| 84 | 3 | 4.9% |
| 103 | 3 | 4.9% |
| 78 | 2 | 3.3% |
| 92 | 2 | 3.3% |
| 97 | 2 | 3.3% |
| Other values (19) | 22 |
| Value | Count | Frequency (%) |
| 70 | 1 | 1.6% |
| 78 | 2 | 3.3% |
| 80 | 2 | 3.3% |
| 81 | 1 | 1.6% |
| 84 | 3 | 4.9% |
| 85 | 5 | |
| 86 | 7 | |
| 87 | 1 | 1.6% |
| 88 | 8 | |
| 90 | 2 | 3.3% |
| Value | Count | Frequency (%) |
| 162 | 1 | 1.6% |
| 151 | 1 | 1.6% |
| 136 | 1 | 1.6% |
| 134 | 1 | 1.6% |
| 122 | 1 | 1.6% |
| 119 | 1 | 1.6% |
| 112 | 1 | 1.6% |
| 108 | 1 | 1.6% |
| 104 | 1 | 1.6% |
| 103 | 3 |
Total_Phenols
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 45 |
|---|---|
| Distinct (%) | 73.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1377049 |
| Minimum | 1.1 |
|---|---|
| Maximum | 3.52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 976.0 B |
Quantile statistics
| Minimum | 1.1 |
|---|---|
| 5-th percentile | 1.38 |
| Q1 | 1.72 |
| median | 2.11 |
| Q3 | 2.48 |
| 95-th percentile | 3.18 |
| Maximum | 3.52 |
| Range | 2.42 |
| Interquartile range (IQR) | 0.76 |
Descriptive statistics
| Standard deviation | 0.55230847 |
|---|---|
| Coefficient of variation (CV) | 0.25836516 |
| Kurtosis | 0.11169243 |
| Mean | 2.1377049 |
| Median Absolute Deviation (MAD) | 0.39 |
| Skewness | 0.4959373 |
| Sum | 130.4 |
| Variance | 0.30504464 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.2 | 5 | 8.2% |
| 2 | 3 | 4.9% |
| 2.48 | 2 | 3.3% |
| 2.55 | 2 | 3.3% |
| 2.5 | 2 | 3.3% |
| 1.98 | 2 | 3.3% |
| 1.38 | 2 | 3.3% |
| 1.45 | 2 | 3.3% |
| 1.6 | 2 | 3.3% |
| 2.74 | 2 | 3.3% |
| Other values (35) | 37 |
| Value | Count | Frequency (%) |
| 1.1 | 1 | |
| 1.15 | 1 | |
| 1.38 | 2 | |
| 1.39 | 1 | |
| 1.45 | 2 | |
| 1.48 | 1 | |
| 1.51 | 1 | |
| 1.6 | 2 | |
| 1.61 | 1 | |
| 1.62 | 1 |
| Value | Count | Frequency (%) |
| 3.52 | 1 | |
| 3.5 | 1 | |
| 3.38 | 1 | |
| 3.18 | 1 | |
| 3.02 | 1 | |
| 2.9 | 1 | |
| 2.74 | 2 | |
| 2.6 | 1 | |
| 2.56 | 2 | |
| 2.55 | 2 |
Flavanoids
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 52 |
|---|---|
| Distinct (%) | 85.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9136066 |
| Minimum | 0.51 |
|---|---|
| Maximum | 5.08 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 976.0 B |
Quantile statistics
| Minimum | 0.51 |
|---|---|
| 5-th percentile | 0.58 |
| Q1 | 1.46 |
| median | 1.94 |
| Q3 | 2.26 |
| 95-th percentile | 3.1 |
| Maximum | 5.08 |
| Range | 4.57 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 0.7844213 |
|---|---|
| Coefficient of variation (CV) | 0.40991775 |
| Kurtosis | 3.56387 |
| Mean | 1.9136066 |
| Median Absolute Deviation (MAD) | 0.36 |
| Skewness | 1.0286042 |
| Sum | 116.73 |
| Variance | 0.61531678 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.27 | 2 | 3.3% |
| 2.65 | 2 | 3.3% |
| 1.25 | 2 | 3.3% |
| 2.03 | 2 | 3.3% |
| 1.69 | 2 | 3.3% |
| 2.26 | 2 | 3.3% |
| 2.17 | 2 | 3.3% |
| 1.09 | 2 | 3.3% |
| 0.58 | 2 | 3.3% |
| 2.24 | 1 | 1.6% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| 0.51 | 1 | |
| 0.57 | 1 | |
| 0.58 | 2 | |
| 0.66 | 1 | |
| 0.99 | 1 | |
| 1.02 | 1 | |
| 1.09 | 2 | |
| 1.25 | 2 | |
| 1.28 | 1 | |
| 1.32 | 1 |
| Value | Count | Frequency (%) |
| 5.08 | 1 | |
| 3.75 | 1 | |
| 3.15 | 1 | |
| 3.1 | 1 | |
| 2.92 | 1 | |
| 2.79 | 1 | |
| 2.65 | 2 | |
| 2.53 | 1 | |
| 2.5 | 1 | |
| 2.45 | 1 |
Nonflavanoid_Phenols
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | 50.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.37459016 |
| Minimum | 0.13 |
|---|---|
| Maximum | 0.66 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 976.0 B |
Quantile statistics
| Minimum | 0.13 |
|---|---|
| 5-th percentile | 0.17 |
| Q1 | 0.28 |
| median | 0.37 |
| Q3 | 0.47 |
| 95-th percentile | 0.6 |
| Maximum | 0.66 |
| Range | 0.53 |
| Interquartile range (IQR) | 0.19 |
Descriptive statistics
| Standard deviation | 0.13123228 |
|---|---|
| Coefficient of variation (CV) | 0.35033564 |
| Kurtosis | -0.52203195 |
| Mean | 0.37459016 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 0.2846398 |
| Sum | 22.85 |
| Variance | 0.017221913 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.37 | 5 | 8.2% |
| 0.26 | 4 | 6.6% |
| 0.34 | 3 | 4.9% |
| 0.29 | 3 | 4.9% |
| 0.48 | 3 | 4.9% |
| 0.4 | 3 | 4.9% |
| 0.3 | 3 | 4.9% |
| 0.43 | 3 | 4.9% |
| 0.32 | 3 | 4.9% |
| 0.14 | 2 | 3.3% |
| Other values (21) | 29 |
| Value | Count | Frequency (%) |
| 0.13 | 1 | 1.6% |
| 0.14 | 2 | |
| 0.17 | 1 | 1.6% |
| 0.19 | 1 | 1.6% |
| 0.21 | 1 | 1.6% |
| 0.22 | 1 | 1.6% |
| 0.24 | 1 | 1.6% |
| 0.25 | 1 | 1.6% |
| 0.26 | 4 | |
| 0.27 | 2 |
| Value | Count | Frequency (%) |
| 0.66 | 1 | 1.6% |
| 0.63 | 2 | |
| 0.6 | 2 | |
| 0.58 | 2 | |
| 0.53 | 2 | |
| 0.52 | 2 | |
| 0.5 | 1 | 1.6% |
| 0.48 | 3 | |
| 0.47 | 1 | 1.6% |
| 0.45 | 1 | 1.6% |
Proanthocyanins
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 44 |
|---|---|
| Distinct (%) | 72.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5216393 |
| Minimum | 0.41 |
|---|---|
| Maximum | 3.28 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 976.0 B |
Quantile statistics
| Minimum | 0.41 |
|---|---|
| 5-th percentile | 0.64 |
| Q1 | 1.31 |
| median | 1.46 |
| Q3 | 1.77 |
| 95-th percentile | 2.49 |
| Maximum | 3.28 |
| Range | 2.87 |
| Interquartile range (IQR) | 0.46 |
Descriptive statistics
| Standard deviation | 0.52188179 |
|---|---|
| Coefficient of variation (CV) | 0.34297338 |
| Kurtosis | 1.7285658 |
| Mean | 1.5216393 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 0.60580274 |
| Sum | 92.82 |
| Variance | 0.2723606 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.35 | 4 | 6.6% |
| 1.46 | 3 | 4.9% |
| 1.77 | 3 | 4.9% |
| 1.4 | 3 | 4.9% |
| 1.63 | 3 | 4.9% |
| 1.42 | 2 | 3.3% |
| 1.56 | 2 | 3.3% |
| 1.04 | 2 | 3.3% |
| 2.08 | 2 | 3.3% |
| 0.94 | 2 | 3.3% |
| Other values (34) | 35 |
| Value | Count | Frequency (%) |
| 0.41 | 1 | |
| 0.42 | 1 | |
| 0.62 | 1 | |
| 0.64 | 1 | |
| 0.83 | 1 | |
| 0.94 | 2 | |
| 0.95 | 1 | |
| 1.03 | 1 | |
| 1.04 | 2 | |
| 1.05 | 1 |
| Value | Count | Frequency (%) |
| 3.28 | 1 | |
| 2.76 | 1 | |
| 2.5 | 1 | |
| 2.49 | 1 | |
| 2.35 | 1 | |
| 2.08 | 2 | |
| 2.01 | 1 | |
| 1.99 | 1 | |
| 1.95 | 1 | |
| 1.9 | 1 |
Color_Intensity
Real number (ℝ)
| Distinct | 46 |
|---|---|
| Distinct (%) | 75.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4140983 |
| Minimum | 1.74 |
|---|---|
| Maximum | 9.899999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 976.0 B |
Quantile statistics
| Minimum | 1.74 |
|---|---|
| 5-th percentile | 1.95 |
| Q1 | 2.6 |
| median | 3 |
| Q3 | 3.8 |
| 95-th percentile | 6 |
| Maximum | 9.899999 |
| Range | 8.159999 |
| Interquartile range (IQR) | 1.2 |
Descriptive statistics
| Standard deviation | 1.4906456 |
|---|---|
| Coefficient of variation (CV) | 0.43661473 |
| Kurtosis | 5.9314613 |
| Mean | 3.4140983 |
| Median Absolute Deviation (MAD) | 0.55 |
| Skewness | 2.165043 |
| Sum | 208.26 |
| Variance | 2.2220244 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.05 | 3 | 4.9% |
| 2.5 | 2 | 3.3% |
| 2.65 | 2 | 3.3% |
| 2.9 | 2 | 3.3% |
| 3.25 | 2 | 3.3% |
| 2.7 | 2 | 3.3% |
| 1.95 | 2 | 3.3% |
| 2.8 | 2 | 3.3% |
| 2.6 | 2 | 3.3% |
| 2.45 | 2 | 3.3% |
| Other values (36) | 40 |
| Value | Count | Frequency (%) |
| 1.74 | 1 | |
| 1.9 | 1 | |
| 1.95 | 2 | |
| 2 | 1 | |
| 2.06 | 2 | |
| 2.12 | 1 | |
| 2.15 | 1 | |
| 2.2 | 1 | |
| 2.4 | 1 | |
| 2.45 | 2 |
| Value | Count | Frequency (%) |
| 9.899999 | 1 | |
| 7.6 | 1 | |
| 7.1 | 1 | |
| 6 | 1 | |
| 5.75 | 1 | |
| 5.7 | 1 | |
| 5.45 | 1 | |
| 4.68 | 1 | |
| 4.6 | 1 | |
| 4.5 | 1 |
Hue
Real number (ℝ)
| Distinct | 44 |
|---|---|
| Distinct (%) | 72.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0312459 |
| Minimum | 0.57 |
|---|---|
| Maximum | 1.71 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 976.0 B |
Quantile statistics
| Minimum | 0.57 |
|---|---|
| 5-th percentile | 0.69 |
| Q1 | 0.9 |
| median | 1.04 |
| Q3 | 1.16 |
| 95-th percentile | 1.36 |
| Maximum | 1.71 |
| Range | 1.14 |
| Interquartile range (IQR) | 0.26 |
Descriptive statistics
| Standard deviation | 0.21659799 |
|---|---|
| Coefficient of variation (CV) | 0.21003525 |
| Kurtosis | 0.65123663 |
| Mean | 1.0312459 |
| Median Absolute Deviation (MAD) | 0.14 |
| Skewness | 0.31078128 |
| Sum | 62.906 |
| Variance | 0.046914689 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.23 | 4 | 6.6% |
| 1.04 | 3 | 4.9% |
| 0.86 | 3 | 4.9% |
| 1.16 | 3 | 4.9% |
| 0.96 | 3 | 4.9% |
| 0.95 | 2 | 3.3% |
| 0.8 | 2 | 3.3% |
| 1.05 | 2 | 3.3% |
| 1 | 2 | 3.3% |
| 0.93 | 2 | 3.3% |
| Other values (34) | 35 |
| Value | Count | Frequency (%) |
| 0.57 | 1 | 1.6% |
| 0.58 | 1 | 1.6% |
| 0.66 | 1 | 1.6% |
| 0.69 | 1 | 1.6% |
| 0.73 | 1 | 1.6% |
| 0.75 | 1 | 1.6% |
| 0.76 | 1 | 1.6% |
| 0.79 | 1 | 1.6% |
| 0.8 | 2 | |
| 0.86 | 3 |
| Value | Count | Frequency (%) |
| 1.71 | 1 | 1.6% |
| 1.45 | 1 | 1.6% |
| 1.38 | 1 | 1.6% |
| 1.36 | 1 | 1.6% |
| 1.33 | 1 | 1.6% |
| 1.31 | 1 | 1.6% |
| 1.28 | 1 | 1.6% |
| 1.27 | 1 | 1.6% |
| 1.25 | 1 | 1.6% |
| 1.23 | 4 |
OD280
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 50 |
|---|---|
| Distinct (%) | 82.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6629508 |
| Minimum | 1.29 |
|---|---|
| Maximum | 3.69 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 976.0 B |
Quantile statistics
| Minimum | 1.29 |
|---|---|
| 5-th percentile | 1.55 |
| Q1 | 2.27 |
| median | 2.77 |
| Q3 | 3.16 |
| 95-th percentile | 3.48 |
| Maximum | 3.69 |
| Range | 2.4 |
| Interquartile range (IQR) | 0.89 |
Descriptive statistics
| Standard deviation | 0.62326919 |
|---|---|
| Coefficient of variation (CV) | 0.23405208 |
| Kurtosis | -0.59069554 |
| Mean | 2.6629508 |
| Median Absolute Deviation (MAD) | 0.44 |
| Skewness | -0.54720123 |
| Sum | 162.44 |
| Variance | 0.38846448 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.96 | 3 | 4.9% |
| 2.78 | 2 | 3.3% |
| 2.44 | 2 | 3.3% |
| 1.82 | 2 | 3.3% |
| 2.87 | 2 | 3.3% |
| 3.3 | 2 | 3.3% |
| 3.21 | 2 | 3.3% |
| 2.26 | 2 | 3.3% |
| 2.31 | 2 | 3.3% |
| 2.77 | 2 | 3.3% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 1.29 | 1 | |
| 1.36 | 1 | |
| 1.51 | 1 | |
| 1.55 | 1 | |
| 1.58 | 1 | |
| 1.59 | 1 | |
| 1.63 | 1 | |
| 1.67 | 1 | |
| 1.82 | 2 | |
| 2.06 | 1 |
| Value | Count | Frequency (%) |
| 3.69 | 1 | |
| 3.63 | 1 | |
| 3.57 | 1 | |
| 3.48 | 1 | |
| 3.39 | 1 | |
| 3.38 | 1 | |
| 3.33 | 1 | |
| 3.3 | 2 | |
| 3.28 | 1 | |
| 3.26 | 1 |
Proline
Real number (ℝ)
| Distinct | 47 |
|---|---|
| Distinct (%) | 77.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 537.98361 |
| Minimum | 278 |
|---|---|
| Maximum | 1015 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 976.0 B |
Quantile statistics
| Minimum | 278 |
|---|---|
| 5-th percentile | 315 |
| Q1 | 428 |
| median | 500 |
| Q3 | 650 |
| 95-th percentile | 870 |
| Maximum | 1015 |
| Range | 737 |
| Interquartile range (IQR) | 222 |
Descriptive statistics
| Standard deviation | 163.93489 |
|---|---|
| Coefficient of variation (CV) | 0.30472099 |
| Kurtosis | 0.33761347 |
| Mean | 537.98361 |
| Median Absolute Deviation (MAD) | 125 |
| Skewness | 0.70777196 |
| Sum | 32817 |
| Variance | 26874.65 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 680 | 3 | 4.9% |
| 450 | 3 | 4.9% |
| 625 | 3 | 4.9% |
| 495 | 3 | 4.9% |
| 630 | 2 | 3.3% |
| 510 | 2 | 3.3% |
| 520 | 2 | 3.3% |
| 345 | 2 | 3.3% |
| 428 | 2 | 3.3% |
| 562 | 2 | 3.3% |
| Other values (37) | 37 |
| Value | Count | Frequency (%) |
| 278 | 1 | |
| 290 | 1 | |
| 312 | 1 | |
| 315 | 1 | |
| 325 | 1 | |
| 342 | 1 | |
| 345 | 2 | |
| 352 | 1 | |
| 355 | 1 | |
| 378 | 1 |
| Value | Count | Frequency (%) |
| 1015 | 1 | 1.6% |
| 937 | 1 | 1.6% |
| 886 | 1 | 1.6% |
| 870 | 1 | 1.6% |
| 750 | 1 | 1.6% |
| 718 | 1 | 1.6% |
| 714 | 1 | 1.6% |
| 710 | 1 | 1.6% |
| 695 | 1 | 1.6% |
| 680 | 3 |
kmeans_labels
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 976.0 B |
| 2 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 61 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 61 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 61 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 61 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 61 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 61 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 61 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 61 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 61 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 61 |
| Alcohol | Ash | Ash_Alcanity | Color_Intensity | Flavanoids | Hue | Magnesium | Malic_Acid | Nonflavanoid_Phenols | OD280 | Proanthocyanins | Proline | Total_Phenols | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Alcohol | 1.000 | -0.283 | -0.224 | 0.319 | -0.205 | -0.280 | -0.000 | -0.066 | -0.043 | -0.268 | -0.182 | 0.138 | -0.284 |
| Ash | -0.283 | 1.000 | 0.483 | 0.086 | 0.140 | -0.094 | 0.117 | 0.185 | 0.243 | 0.018 | 0.025 | 0.063 | 0.033 |
| Ash_Alcanity | -0.224 | 0.483 | 1.000 | -0.234 | 0.126 | -0.218 | -0.260 | 0.277 | 0.293 | 0.218 | 0.065 | -0.233 | -0.002 |
| Color_Intensity | 0.319 | 0.086 | -0.234 | 1.000 | -0.018 | -0.265 | 0.188 | -0.008 | 0.100 | -0.270 | -0.137 | 0.300 | -0.092 |
| Flavanoids | -0.205 | 0.140 | 0.126 | -0.018 | 1.000 | 0.139 | -0.076 | 0.013 | -0.316 | 0.619 | 0.552 | -0.236 | 0.821 |
| Hue | -0.280 | -0.094 | -0.218 | -0.265 | 0.139 | 1.000 | 0.001 | -0.282 | -0.136 | 0.117 | 0.116 | 0.044 | 0.117 |
| Magnesium | -0.000 | 0.117 | -0.260 | 0.188 | -0.076 | 0.001 | 1.000 | 0.041 | -0.195 | -0.208 | 0.027 | 0.249 | -0.049 |
| Malic_Acid | -0.066 | 0.185 | 0.277 | -0.008 | 0.013 | -0.282 | 0.041 | 1.000 | 0.197 | 0.080 | -0.194 | -0.170 | -0.162 |
| Nonflavanoid_Phenols | -0.043 | 0.243 | 0.293 | 0.100 | -0.316 | -0.136 | -0.195 | 0.197 | 1.000 | -0.340 | -0.249 | -0.139 | -0.355 |
| OD280 | -0.268 | 0.018 | 0.218 | -0.270 | 0.619 | 0.117 | -0.208 | 0.080 | -0.340 | 1.000 | 0.342 | -0.149 | 0.561 |
| Proanthocyanins | -0.182 | 0.025 | 0.065 | -0.137 | 0.552 | 0.116 | 0.027 | -0.194 | -0.249 | 0.342 | 1.000 | 0.057 | 0.349 |
| Proline | 0.138 | 0.063 | -0.233 | 0.300 | -0.236 | 0.044 | 0.249 | -0.170 | -0.139 | -0.149 | 0.057 | 1.000 | -0.191 |
| Total_Phenols | -0.284 | 0.033 | -0.002 | -0.092 | 0.821 | 0.117 | -0.049 | -0.162 | -0.355 | 0.561 | 0.349 | -0.191 | 1.000 |
| Alcohol | Malic_Acid | Ash | Ash_Alcanity | Magnesium | Total_Phenols | Flavanoids | Nonflavanoid_Phenols | Proanthocyanins | Color_Intensity | Hue | OD280 | Proline | kmeans_labels | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 23 | 12.85 | 1.60 | 2.52 | 17.8 | 95 | 2.48 | 2.37 | 0.26 | 1.46 | 3.93 | 1.090 | 3.63 | 1015 | 2 |
| 59 | 12.37 | 0.94 | 1.36 | 10.6 | 88 | 1.98 | 0.57 | 0.28 | 0.42 | 1.95 | 1.050 | 1.82 | 520 | 2 |
| 60 | 12.33 | 1.10 | 2.28 | 16.0 | 101 | 2.05 | 1.09 | 0.63 | 0.41 | 3.27 | 1.250 | 1.67 | 680 | 2 |
| 61 | 12.64 | 1.36 | 2.02 | 16.8 | 100 | 2.02 | 1.41 | 0.53 | 0.62 | 5.75 | 0.980 | 1.59 | 450 | 2 |
| 63 | 12.37 | 1.13 | 2.16 | 19.0 | 87 | 3.50 | 3.10 | 0.19 | 1.87 | 4.45 | 1.220 | 2.87 | 420 | 2 |
| 64 | 12.17 | 1.45 | 2.53 | 19.0 | 104 | 1.89 | 1.75 | 0.45 | 1.03 | 2.95 | 1.450 | 2.23 | 355 | 2 |
| 65 | 12.37 | 1.21 | 2.56 | 18.1 | 98 | 2.42 | 2.65 | 0.37 | 2.08 | 4.60 | 1.190 | 2.30 | 678 | 2 |
| 67 | 12.37 | 1.17 | 1.92 | 19.6 | 78 | 2.11 | 2.00 | 0.27 | 1.04 | 4.68 | 1.120 | 3.48 | 510 | 2 |
| 69 | 12.21 | 1.19 | 1.75 | 16.8 | 151 | 1.85 | 1.28 | 0.14 | 2.50 | 2.85 | 1.280 | 3.07 | 718 | 2 |
| 70 | 12.29 | 1.61 | 2.21 | 20.4 | 103 | 1.10 | 1.02 | 0.37 | 1.46 | 3.05 | 0.906 | 1.82 | 870 | 2 |
| Alcohol | Malic_Acid | Ash | Ash_Alcanity | Magnesium | Total_Phenols | Flavanoids | Nonflavanoid_Phenols | Proanthocyanins | Color_Intensity | Hue | OD280 | Proline | kmeans_labels | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 125 | 12.07 | 2.16 | 2.17 | 21.0 | 85 | 2.60 | 2.65 | 0.37 | 1.35 | 2.760000 | 0.86 | 3.28 | 378 | 2 |
| 126 | 12.43 | 1.53 | 2.29 | 21.5 | 86 | 2.74 | 3.15 | 0.39 | 1.77 | 3.940000 | 0.69 | 2.84 | 352 | 2 |
| 127 | 11.79 | 2.13 | 2.78 | 28.5 | 92 | 2.13 | 2.24 | 0.58 | 1.76 | 3.000000 | 0.97 | 2.44 | 466 | 2 |
| 128 | 12.37 | 1.63 | 2.30 | 24.5 | 88 | 2.22 | 2.45 | 0.40 | 1.90 | 2.120000 | 0.89 | 2.78 | 342 | 2 |
| 130 | 12.86 | 1.35 | 2.32 | 18.0 | 122 | 1.51 | 1.25 | 0.21 | 0.94 | 4.100000 | 0.76 | 1.29 | 630 | 2 |
| 132 | 12.81 | 2.31 | 2.40 | 24.0 | 98 | 1.15 | 1.09 | 0.27 | 0.83 | 5.700000 | 0.66 | 1.36 | 560 | 2 |
| 134 | 12.51 | 1.24 | 2.25 | 17.5 | 85 | 2.00 | 0.58 | 0.60 | 1.25 | 5.450000 | 0.75 | 1.51 | 650 | 2 |
| 135 | 12.60 | 2.46 | 2.20 | 18.5 | 94 | 1.62 | 0.66 | 0.63 | 0.94 | 7.100000 | 0.73 | 1.58 | 695 | 2 |
| 154 | 12.58 | 1.29 | 2.10 | 20.0 | 103 | 1.48 | 0.58 | 0.53 | 1.40 | 7.600000 | 0.58 | 1.55 | 640 | 2 |
| 171 | 12.77 | 2.39 | 2.28 | 19.5 | 86 | 1.39 | 0.51 | 0.48 | 0.64 | 9.899999 | 0.57 | 1.63 | 470 | 2 |